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SQL

SQL Server Deadlock & Performance Monitoring Made Easy

Introduction In SQL Server, performance issues are very common. Sometimes queries run slow, sometimes users get stuck, and sometimes the system becomes unres...

SQLServer DBA PerformanceTuning
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Mar 19, 2026 52 min read
SQL

SQL Server Index Complete Guide

SQL Server Index kya hota hai? Clustered, Non-Clustered, Covering, Filtered, Columnstore — sab kuch ek hi blog mein. Beginners se experts tak, Hinglish mein...

SQL Server Index Clustered Index Non-Clustered Index
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Mar 19, 2026 36 min read
Pandas

Advanced Pandas: Performance, Time Series, ML Pipelines & Interview Questions (Part 3)

Master advanced Pandas — MultiIndex, time series resampling, rolling windows, memory optimization, Pandas 2.x features, ML pipelines, and 30+ interview Q&A.

pandas advanced pandas time series pandas performance
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Apr 15, 2026 27 min read
SQL

Dynamic Date Series in SQL Server (Financial Year + Calendar Year Handling)

When working with reports, analytics, or dashboards in SQL Server, one common requirement is generating a continuous date series between two dates — especial...

SQLServer TSQL DateSeries
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Mar 19, 2026 6 min read
Machine learning

Categorical Data Handling in Machine Learning (Pandas + Sklearn) – Complete Practical Guide

...Ordinal, One-Hot, Target, Binary, Frequency encoding with Pandas & Sklearn. Beginner to advanced.

categorical encoding machine learning pandas
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Apr 24, 2026 28 min read
SQL

SQL Server Data Archiving System

...tarts degrading. Queries become slow, indexes become heavy, and maintenance becomes difficult. This is where dat...

SQL Server Data Archiving SQL Performance
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Mar 31, 2026 24 min read